conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

7,668 papers

Papers per year

3
2
3
10
49
53
188
558
1910
3619
1273

Papers

ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ACL 2026
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026
Integrating Data Validation with Large Language Models for Regulation-Guided Tabular Anomaly Detection ACL 2026
Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance ACL 2026
From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control ACL 2026
Calibrating Inference Time Alignment with Sequence-level Risk Accumulation ACL 2026
QuantileMark: A Message-Symmetric Multi-bit Watermark for LLMs ACL 2026
LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection ACL 2026
Metaphor Reasoning is Meta-reasoning ACL 2026
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents ACL 2026
Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ACL 2026
SeLaR: Selective Latent Reasoning in Large Language Models ACL 2026
SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models ACL 2026
Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors ACL 2026
MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning ACL 2026
When KV Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for LLM Judges ACL 2026
Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding ACL 2026
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ACL 2026
Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs ACL 2026
Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning ACL 2026
Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis ACL 2026
NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning ACL 2026
arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026
JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification ACL 2026
SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation ACL 2026